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Paper Abstract and Keywords
Presentation 2008-03-12 16:50
Conversion of inner parameters to outer parameters
Yoshifusa Ito, Hiroyuki Izumi (Aichi-Gakuin Univ.) NC2007-127
Abstract (in Japanese) (See Japanese page) 
(in English) To overcome difficultites in learning of $a$ three-layer nural network, construction of $a$ network with hidden-layer units having smaller numbers of inner parameters is recently proposed [3]. Since the paper is
substantially consists of approximation theorems, we discuss on
application of the theorems to actual neural networks in this paper,
where our simulation results are incorporated. Though the individual
hidden units of the network have less parameters, the number of hidden
units is increased. Hence, the result implies that the inner parameters
of the network are converted to the outer parameters.
Keyword (in Japanese) (See Japanese page) 
(in English) approximation / learning / parameter / hidden unit / three-layer neural network / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 542, NC2007-127, pp. 91-96, March 2008.
Paper # NC2007-127 
Date of Issue 2008-03-05 (NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NC2007-127

Conference Information
Committee NC MBE  
Conference Date 2008-03-12 - 2008-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa Univ 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2008-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Conversion of inner parameters to outer parameters 
Sub Title (in English)  
Keyword(1) approximation  
Keyword(2) learning  
Keyword(3) parameter  
Keyword(4) hidden unit  
Keyword(5) three-layer neural network  
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1st Author's Name Yoshifusa Ito  
1st Author's Affiliation Aichi-Gakuin University (Aichi-Gakuin Univ.)
2nd Author's Name Hiroyuki Izumi  
2nd Author's Affiliation Aichi-Gakuin University (Aichi-Gakuin Univ.)
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Speaker Author-1 
Date Time 2008-03-12 16:50:00 
Presentation Time 20 minutes 
Registration for NC 
Paper # NC2007-127 
Volume (vol) vol.107 
Number (no) no.542 
Page pp.91-96 
#Pages 6 
Date of Issue 2008-03-05 (NC) 

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